Bottlecaps are found in two different varieties (Regular & Exclusive). These little caps are how you can purchase items from the Bottlecap shops.  

Exploring Surroundings rolls can grant normal bottle caps and very rarely exclusive bottle caps.

Completed Guild Assignments grant normal bottle caps only.